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A person writes notes with an orange marker on a transparent glass board covered in colorful handwritten text and diagrams, wearing a blue long-sleeve shirt.

The 7 V-Model Stages of Localization System Design: A Field Engineer’s Guide

June 24, 2026

TL;DR. Our recommended methodology for Localization system design uses the V-model: a structured path from requirements to mass production at the lowest risk, cost, and schedule. The left side of…

A small, autonomous delivery robot with four wheels navigates a paved path next to greenery and a white fence, using shared maps to understand its location context under the sunny sky.

Location Is Context: Why Shared Maps Are the Missing Infrastructure Layer in Physical AI

May 21, 2026

TL;DR: Physical AI is broader than robotics, but robotics is where the hard problems live. The outdoor location problem is largely solved. Indoors is a patchwork. The real challenge is…

A black rounded rectangle labeled SENSOR FUSION is centered on a dotted green and beige background, with four dashed arrows pointing inward from the top, bottom, left, and right.

The Navigation Engine: Correcting Imperfect Sensors in Real-Time

April 29, 2026

TLDR: Pre-processing prepared your measurements. Time synchronization aligned them to a common time base. Now what? The navigation engine is where sensor fusion actually happens—combining noisy GNSS, drifting IMUs, and…

Large coils of colorful pipes—red, orange, purple, blue—are stacked on the grass near a construction site, ready to house underground wire and cable. Piles of dirt lie in the foreground and buildings rise in the background.

6 Best Underground Wire and Cable Locators [2026]

April 10, 2026

TL;DRUnderground wire and cable locators detect buried utilities using electromagnetic signals or ground-penetrating radar. When paired with an RTK correction network and a digital mapping platform, they let a single…

A graphic with a blue, dotted background features a black oval in the center containing the white text PRE-PROCESSING, highlighting its key role in Sensor Fusion and Sensor Strategy.

Pre-Processing and Sensor Strategy: The Work That Happens Before Fusion

April 2, 2026

Positioning Engine Deep Dive — Part 2TLDR: Time synchronization gets your measurements aligned. But that doesn’t mean they’re good measurements. GNSS signals bounce off buildings. IMUs pick up engine vibration.…

Three simple clock icons are displayed in a row on a pale purple dotted background, illustrating Time Synchronization. The center clock is in a black solid circle, while the others are in dashed circles. All clocks show different times.

Time Synchronization in GNSS/INS: The #1 Thing Engineers Get Wrong

March 23, 2026

Part 1 of our Positioning Engine Deep Dive Series
TLDR: Synchronizing sensor data so all measurements can be used together is harder than it looks. Different sensors have different clocks, measurements…

A map of RTK base stations showing Idaho, Wyoming, South Dakota, and Nebraska, overlaid with numerous blue circles indicating density of base stations within 40 km evenly distributed across the regions.

Demystifying Network RTK: What Drives Correction Accuracy and Why Density Matters

March 10, 2026

TL;DR: Both single-baseline and Network RTK achieve the same centimeter-level accuracy when supported by a dense network. Atmospheric errors are governed by physics, and no model can recover information more…

A white drone-rtk with four propellers flies above dark water, creating blurred circular patterns with its spinning blades. The drone is viewed from above.

Drone RTK: Everything You Need to Know [2026]

March 3, 2026

See how RTK can make your drone operations more accurate & efficient by providing centimeter-level precision for mapping, surveying, photogrammetry & more.

A person holds a cardboard box with a drone on top. Graphic icons and lines illustrate wireless connections between the drone, labeled Device, a Base Station, and other network points in front of an apartment building.

Best NTRIP Service Providers in 2026

March 1, 2026

NTRIP (Networked Transport of RTCM via Internet Protocol) is the standard protocol used to deliver real-time GNSS correction data over the internet. It is the transport layer that streams correction…

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